Eliminate Bonuses. Incentive compensation is counterproductive. At best, it rewards behavior that was already happening and, in the process, strips that activity of its intrinsic value. At worst, it actually promotes negative behavior in the form of sandbagging, unhealthy competition, and manipulation. To make matters worse, individual performance is a myth.